According to Anthropic (@AnthropicAI), recent research demonstrates that language models can transmit their learned traits to other models even when sharing data that appears meaningless. This phenomenon, known as 'subliminal learning,' was detailed in a study shared by Anthropic on July 29, 2025 (source: https://twitter.com/AnthropicAI/status/1950245029785850061). The findings indicate that AI models exposed to outputs from other models, even without explicit instructions or coherent data, can absorb and replicate behavioral traits. This discovery has significant implications for AI safety, transfer learning, and the development of robust machine learning pipelines, highlighting the need for careful data handling and model interaction protocols in enterprise AI deployments.